{"id":"W4409620070","doi":"10.4039/tce.2025.6","title":"Armyworm (Lepidoptera: Noctuidae) in the province of Quebec, Canada: trapping, sex ratios, and female reproductive status","year":2025,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Grain Research Centre","funders":"Mitacs; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université Laval","keywords":"Noctuidae; Lepidoptera genitalia; Biology; Geography; Trapping; Zoology; Demography; Ecology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003720635,0.0002523337,0.0001545708,0.0009269834,0.001644904,0.0005732043,0.0006810208,0.0002356186,0.002251496],"category_scores_gemma":[0.0005894956,0.0001443782,0.0001352538,0.001309542,0.0003699235,0.0002192733,0.0002049573,0.0002299969,0.0002096007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353881,"about_ca_system_score_gemma":0.006758209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935687,"about_ca_topic_score_gemma":0.9982691,"domain_scores_codex":[0.9997984,0.00002150145,0.000006901838,0.00003906315,0.00006860655,0.00006558037],"domain_scores_gemma":[0.9990491,0.00005683166,0.00018808,0.00001721876,0.0005155404,0.0001732403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007784623,0.00005989428,0.9808055,0.00004660089,0.00004652363,0.0001229863,0.0007730643,0.0002035094,0.003244777,0.00006492429,0.002109861,0.01244443],"study_design_scores_gemma":[0.000002692482,0.00001909282,0.9978312,0.00001420362,0.000007412467,0.00002946361,0.0006210146,0.0002737432,0.0001779759,0.000003969852,0.001014913,0.00000434381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929547,0.0007222747,0.0002801706,0.0001887692,0.000009410007,0.00005103741,0.003203764,0.00002058122,0.002569315],"genre_scores_gemma":[0.9952543,0.0002595029,0.0004785676,0.00007370485,0.000002343865,0.00001553624,0.001035589,0.000004285049,0.002876167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353881,"threshold_uncertainty_score":0.09823138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106177893524154,"score_gpt":0.2297405253041467,"score_spread":0.2186787463689051,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}